Gesture Recognition on Ninapro DB2 (Macro Metrics) benchmark leaderboard · SOTA2 Research

Gesture Recognition on Ninapro DB2 (Macro Metrics)

75.61AccuracyDDIM

Evaluation Results

Method	Links
DDIM2026.04		75.61	76.36	76.7
DDPM2026.04		75.53	76.19	76.73
EMGFlow2026.04		75.46	76.2	76.6
PatchEMG2026.04		74.26	75.02	75.36
DDPM2026.04		74.23	74.92	75.4
EMGFlow2026.04		74.19	75	75.32
Mixup2026.04		74.17	75.01	75.33
WGAN-GP2026.04		73.97	74.68	75.02
DDIM2026.04		73.87	74.67	74.92
Upsample2026.04		73.59	74.27	74.68
Replicate2026.04		73.35	73.99	74.33
Mixup2026.04		73.09	73.88	74.14
STAug2026.04		72.82	73.44	73.8
Baseline2026.04		72.47	73.11	73.5
Freq-Mix2026.04		72.15	72.94	73.32
WGAN-GP2026.04		71.73	72.59	72.88
Freq-Mask2026.04		71.63	72.3	72.7
Freq-Mix2026.04		71.16	71.96	72.19
Replicate2026.04		71.12	71.91	72.21
Freq-Mask2026.04		70.82	71.56	71.89
Jitter&Scale2026.04		70.63	71.52	71.73
PatchEMG2026.04		70.52	71.42	71.72
Upsample2026.04		70.45	71.18	71.5
Baseline2026.04		70.28	70.97	71.26
Jitter&Scale2026.04		69.82	70.63	70.95
STAug2026.04		69.78	70.49	70.75